Cover image for Handbook of applied econometrics and statistical inference
Title:
Handbook of applied econometrics and statistical inference
Series:
Statistics : 165
Publication Information:
New York : Marcel Dekker, 2002
ISBN:
9780824706524

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30000004821645 HB139 H35 2002 Open Access Book Book
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Summary

Summary

Summarizing developments and techniques in the field, this reference covers sample surveys, nonparametric analysis, hypothesis testing, time series analysis, Bayesian inference, and distribution theory for applications in statistics, economics, medicine, biology, engineering, sociology, psychology, and information technology. It supplies a geometric proof of an extended Gauss-Markov theorem, approaches for the design and implementation of sample surveys, advances in the theory of Neyman's smooth test, and methods for pre-test and biased estimation. It includes discussions ofsample size requirements for estimation in SUR models, innovative developments in nonparametric models, and more.


Author Notes

Aman Ullah


Table of Contents

Barry C. Arnold and Enrique Castillo and Jose Maria SarabiaHelge Toutenburg and A. Fieger and Burkhard SchaffrinPawel R. Pordzik and Gotz TrenklerAhmad Parsian and S.N.U.A. KirmaniSubir GhoshIbrahim A. AhmadJeffrey S. RacineR. S. Singh and Xuewen LuMezbahur Rahman and Aman UllahAnil K. Bera and Aurobindo GhoshR. W. FarebrotherMaxwell L. King and Kim-Leng GohJan R. MagnusDavid E. A. GilesAkio Namba and Kazuhiiro OhtaniShalabhRon C. Mittelhammer and George G. JudgeJudith A. GilesJohn W. Galbraith and Victoria Zinde-WalshAnoop Chaturvedi and Alan T. K. Wan and Guohua ZouXavier Chee Hoong Yew and Michael McAleer and Shiqing LingKoichi Maekawa and Hiroyuki HisamatsuGordon Fisher and Marcel-Christian VoiaJohn L. Knight and Stephen E. SatchellMurray D. SmithH. D. VinodWilliam E. Griffiths and Christopher L. Skeels and Duangkamon ChotikapanichAman Ullah and Kusum MundraA. L. Nagar and Sudip Ranjan BasuSamita SareenBaldev Raj
Prefacep. iii
Contributorsp. ix
Selected Publications of V.K. Srivastavap. xix
Part 1 Statistical Inference and Sample Design
1. Bayesian Inference Using Conditionally Specified Priorsp. 1
2. Approximate Confidence Regions for Minimax-Linear Estimatorsp. 27
3. On Efficiently Estimable Parametric Functionals in the General Linear Model with Nuisance Parametersp. 45
4. Estimation under LINEX Loss Functionp. 53
5. Design of Sample Surveys across Timep. 77
Part 2 Nonparametric Estimation and Testing
6. Kernel Estimation in a Continuous Randomized Response Modelp. 97
7. Index-Free, Density-Based Multinomial Choicep. 115
8. Censored Additive Regression Modelsp. 143
9. Improved Combined Parametric and Nonparametric Regressions: Estimation and Hypothesis Testingp. 159
Part 3 Hypothesis Testing
10. Neyman's Smooth Test and Its Applications in Econometricsp. 177
11. Computing the Distribution of a Quadratic Form in Normal Variablesp. 231
12. Improvements to the Wald Testp. 251
13. On the Sensitivity of the t-Statisticp. 277
Part 4 Pretest and Biased Estimation
14. Preliminary-Test and Bayes Estimation of a Location Parameter under "Reflected Normal" Lossp. 287
15. MSE Performance of the Double k-Class Estimator of Each Individual Regression Coefficient under Multivariate t-Errorsp. 305
16. Effects of a Trended Regressor on the Efficiency Properties of the Least-Squares and Stein-Rule Estimation of Regression Coefficientsp. 327
17. Endogeneity and Biased Estimation under Squared Error Lossp. 347
Part 5 Time Series Analysis
18. Testing for Two-Step Granger Noncausality in Trivariate VAR Modelsp. 371
19. Measurement of the Quality of Autoregressive Approximation, with Econometric Applicationsp. 401
20. Bayesian Inference of a Dynamic Linear Model with Edgeworth Series Disturbancesp. 423
21. Determining an Optimal Window Size for Modeling Volatilityp. 443
22. SUR Models with Integrated Regressorsp. 469
Part 6 Estimation and Inference in Econometric Models
23. Estimation Systems of Stochastic Coefficients Regressions When Some of the Observations Are Missingp. 491
24. Efficiency Considerations in the Negative Exponential Failure Time Modelp. 513
25. On Specifying Double-Hurdle Modelsp. 535
26. Econometric Applications of Generalized Estimating Equations for Panel Data and Extensions to Inferencep. 553
27. Sample Size Requirements for Estimation in SUR Modelsp. 575
Part 7 Applied Econometrics
28. Semiparametric Panel Data Estimation: An Application to Immigrants' Homelink Effect on U.S. Producer Trade Flowsp. 591
29. Weighting Socioeconomic Indicators of Human Development: A Latent Variable Approachp. 609
30. A Survey of Recent Work on Identification, Estimation, and Testing of Structural Auction Modelsp. 643
31. Asymmetry of Business Cycles: The Markov-Switching Approachp. 687
Indexp. 711